The Resource Computational intelligence in complex decision systems, Da Ruan, (electronic resource)

Computational intelligence in complex decision systems, Da Ruan, (electronic resource)

Label
Computational intelligence in complex decision systems
Title
Computational intelligence in complex decision systems
Statement of responsibility
Da Ruan
Creator
Contributor
Provider
Subject
Language
eng
Summary
In recent years, there has been a growing interest in the need for designing intelligent systems to address complex decision systems. One of the most challenging issues for the intelligent system is to effectively handle real-world uncertainties that cannot be eliminated. These uncertainties include various types of information that are incomplete, imprecise, fragmentary, not fully reliable, vague, contradictory, deficient, and overloading. The uncertainties result in a lack of the full and precise knowledge of the decision system, including the determining and selection of evaluation criteria, alternatives, weights, assignment scores, and the final integrated decision result. Computational intelligent techniques (including fuzzy logic, neural networks, and genetic algorithms etc.), which are complimentary to the existing traditional techniques, have shown great potential to solve these demanding, real-world decision problems that exist in uncertain and unpredictable environments. These technologies have formed the foundation for intelligent systems
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Ruan, Da
Image bit depth
0
LC call number
Q342
LC item number
.R83 2010eb
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
Series statement
Atlantis Computational Intelligence Systems,
Series volume
2
http://library.link/vocab/subjectName
  • Decision making
  • Computational intelligence
  • Computational learning theory
  • Computational intelligence
  • Informatique
  • Computational intelligence
  • Computational intelligence
  • Computational learning theory
  • Decision making
Label
Computational intelligence in complex decision systems, Da Ruan, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Computational Intelligence: Past, Today, and Future -- Uncertainty in Dynamically Changing Input Data -- Decision Making under Uncertainty by Possibilistic Linear Programming Problems -- Intelligent DecisionMaking in Training Based on Virtual Reality -- A Many-Valued Temporal Logic and Reasoning Framework for Decision Making -- A Statistical Approach to Complex Multi-Criteria Decisions -- A Web Based Assessment Tool via the Evidential Reasoning Approach -- An Intelligent Policy Simulator for Supporting Strategic Nuclear Policy Decision Making -- Computing withWords for Hierarchical and Distributed Decision-Making -- Realizing Policies by Projects Using Fuzzy Multiple Criteria Decision Making -- Evolutionary ComputationMethods for Fuzzy Decision Making on Load Dispatch Problems -- Intelligent Decision-Making for a Smart Home Environment with Multiple Occupants -- Applying a Choquet Integral Based Decision Making Approach to Evaluate Agile Supply Chain Strategies
Dimensions
unknown
Extent
1 online resource (xiv, 388 pages).
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9789491216299
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.2991/978-94-91216-29-9
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)773924257
  • (OCoLC)ocn773924257
Label
Computational intelligence in complex decision systems, Da Ruan, (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Computational Intelligence: Past, Today, and Future -- Uncertainty in Dynamically Changing Input Data -- Decision Making under Uncertainty by Possibilistic Linear Programming Problems -- Intelligent DecisionMaking in Training Based on Virtual Reality -- A Many-Valued Temporal Logic and Reasoning Framework for Decision Making -- A Statistical Approach to Complex Multi-Criteria Decisions -- A Web Based Assessment Tool via the Evidential Reasoning Approach -- An Intelligent Policy Simulator for Supporting Strategic Nuclear Policy Decision Making -- Computing withWords for Hierarchical and Distributed Decision-Making -- Realizing Policies by Projects Using Fuzzy Multiple Criteria Decision Making -- Evolutionary ComputationMethods for Fuzzy Decision Making on Load Dispatch Problems -- Intelligent Decision-Making for a Smart Home Environment with Multiple Occupants -- Applying a Choquet Integral Based Decision Making Approach to Evaluate Agile Supply Chain Strategies
Dimensions
unknown
Extent
1 online resource (xiv, 388 pages).
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9789491216299
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.2991/978-94-91216-29-9
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)773924257
  • (OCoLC)ocn773924257

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